Khandaker Azizur Rahman's repositories
awesome-solidfire
Awesome SolidFire: An Unofficial Collection of NetApp SolidFire Resources
tutorials
PyTorch tutorials.
superset
Apache Superset is a Data Visualization and Data Exploration Platform
vision
Datasets, Transforms and Models specific to Computer Vision
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
awesome-datascience
An awesome Data Science repository to learn and apply for real world problems.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
practical-python
Practical Python Programming (course by @dabeaz)
byte-of-python
Beginners book on Python - start here if you don't know programming
python-mastery
Advanced Python Mastery (course by @dabeaz)
OpenLLM
Operating LLMs in production
edu
Educational materials on deep learning by Weights & Biases
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
learning-notes
Notes on books I read, talks I watch, articles I study, and papers I love
artificial-intelligence-and-machine-learning-with-python
python-app-practices
Grokking-System-Design
Systems design is the process of defining the architecture, modules, interfaces, and data for a system to satisfy specified requirements. Systems design could be seen as the application of systems theory to product development.
flyspray
Flyspray Bug Tracking System
NNFS-book-with-Implementation
Book and code where describe each and every topic of neural network from scratch.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
llama
Inference code for LLaMA models
www-project-web-security-testing-guide
The Web Security Testing Guide (WSTG) Project produces the premier cybersecurity testing resource for web application developers and security professionals.
Nitrate
Django based full-featured test case management system
django-listing
Listing, table, with toolbars, automatic search and insert forms and much more for Django